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| 1 | Dynamic GM(1,1) Model Based on Cubic Spline for Electricity Consumption Prediction in Smart Grid显示文摘Electricity demand forecasting plays an important role in smart grid expansion planning.In this paper,we present a dynamic GM(1,1) model based on grey system theory and cubic spline function interpolation principle.Using piecewise polynomial interpolation thought,this model can dynamically predict the general trend of time series data.Combined with low-order polynomial,the cubic spline interpolation has smaller error,avoids the Runge phenomenon of high-order polynomial,and has better approximation effect.Meanwhile,prediction is implemented with the newest information according to the rolling and feedback mechanism and fluctuating error is controlled well to improve prediction accuracy in time-varying environment.Case study using the living electricity consumption data of Jiangsu province in 2008 is presented to demonstrate the effectiveness of the proposed model. | WANG Xiaojia YANG Shanlin DING Jing WANG Haijiang | 2010 | China Communications2010，7，4： | 10 |
| 2 | Fuzziness parameter selection in fuzzy c-means: The perspective of cluster validation显示文摘Fuzzy c-means(FCM) algorithm is an important clustering method in pattern recognition, while the fuzziness parameter, m, in FCM algorithm is a key parameter that can significantly affect the result of clustering. Cluster validity index(CVI) is a kind of criterion function to validate the clustering results, thereby determining the optimal cluster number of a data set. From the perspective of cluster validation, we propose a novel method to select the optimal value of m in FCM, and four well-known CVIs, namely XB, VK, VT, and SC, for fuzzy clustering are used. In this method, the optimal value of m is determined when CVIs reach their minimum values. Experimental results on four synthetic data sets and four real data sets have demonstrated that the range of m is [2, 3.5] and the optimal interval is [2.5, 3]. | ZHOU KaiLe FU Chao YANG ShanLin | 2014 | Science China(Information Sciences)2014，57，11： | 9 |
| 3 | Engineering management for high-end equipment intelligent manufacturing显示文摘The high-end equipment intelligent manufacturing(HEIM) industry is of strategic importance to national and economic security. Engineering management(EM) for HEIM is a complex, innovative process that integrates natural science, technology, management science, social science, and the human spirit. Newgeneration information technology(IT), including the internet, cloud computing, big data, and artificial intelligence, have made a remarkable influence on HEIM and its engineering management activities, such as product system construction, product life cycle management, manufacturing resources organization, manufacturing model innovation, and reconstruction of the enterprise ecosystem.Engineering management for HEIM is a key topic at the frontier of international academic research. This study systematically reviews the current research on issues pertaining to engineering management for HEIM under the new-generation IT environment. These issues include cross-lifecycle management, network collaboration management, task integration management of innovative development, operation optimization of smart factories,quality and reliability management, information management, and intelligent decision making. The challenges presented by these issues and potential research opportunities are also summarized and discussed. | Shanlin YANG Jianmin WANG Leyuan SHI Yuejin TAN Fei QIAO | 2018 | Frontiers of Engineering Management2018，5，4： | 7 |
| 4 | GOOD p-ARY QUASIC-CYCLIC CODES FROM CYCLIC CODES OVER F_p+vF_p显示文摘This paper introduces a Gray map from(Fp + uFp)n to Fp2n,and describes the relationship between codes over Fp + vFp and their Gray images.The authors prove that every cyclic code of arbitrary length n over Fp + vFp is principal,and determine its generator polynomial as well as the number of cyclic codes.Moreover,the authors obtain many best-known p-ary quasic-cyclic codes in terms of their parameters via the Gray map. | Minjia SHI Shanlin YANG Shixin ZHU | 2012 | Journal of Systems Science & Complexity2012，25，2： | 5 |
| 5 | Approach to Weighted Geometric Evaluation Based on Projection Pursuit显示文摘Weighted geometric evaluation approach based on Projection pursuit (PP) model is presented in this paper to optimize the choice of schemes. By using PP model, the multi-dimension evaluation index values of schemes can be synthesized into projection value with one dimension. The scheme with a bigger projection value is much better, so the schemes sample can be an optimized choice according to the projection value of each scheme. The modeling of PP based on accelerating genetic algorithm can predigest the realized process of projection pursuit technique, can overcome the shortcomings of large computation amount and the difficulty of computer programming in traditional projection pursuit methods, and can give a new method for application of projection pursuit technique to optimize choice of schemes by using weighted geometric evaluation. The analysis of an applied sample shows that applying PP model driven directly by samples data to optimize choice of schemes is both simple and feasible, that its projection values are relatively decentralized and profit decision-making, that its applicability and maneuverability are high. It can avoid the shortcoming of subjective weighing method, and its results are scientific and objective. | Yang Shanlin Wang Shuo Gong Darling | 2006 | 工程科学(英文版)2006，4，1： | 5 |
| 6 | Application of blockchain in the field of intelligent manufacturing:Theoretical basis,realistic plights,and development suggestions显示文摘Blockchain technology is considered one of the promising technologies of the information technology era.The core features of blockchain,such as decentralization,transparency,high security,and tamper-proof nature,bring great convenience for large-scale social cooperation and data sharing.Blockchain has a broad application prospect in the field of intelligent manufacturing.The key issues of this field,such as distributed collaborative production,industrial big data sharing and security,transparent logistics,and supply chain,are naturally consistent with the core characteristics of the blockchain technology.This study aims to analyze the application of blockchain in the field of intelligent manufacturing.First,we introduce the basic connotation and applications of blockchain.Then,we propose the theoretical basis for the application of blockchain in the field of intelligent manufacturing.Finally,we point out the realistic plights and provide some suggestions to promote the application of blockchain in the field of intelligent manufacturing. | Qiang ZHANG Baoyu LIAO Shanlin YANG | 2020 | Frontiers of Engineering Management2020，7，4： | 4 |
| 7 | POLYNOMIAL DYNAMIC PROGRAMMING ALGORITHMS FOR LOT SIZING MODELS WITH BOUNDED INVENTORY AND STOCKOUT AND/OR BACKLOGGING显示文摘 | Jinhong Zhong Feng Chu Chengbin Chu Shanlin Yang | 2016 | Journal of Systems Science and Systems Engineering2016，25，3： | 4 |
| 8 | A super pan-genomic landscape of rice显示文摘Pan-genomes from large natural populations can capture genetic diversity and reveal genomic complexity.Using de novo longread assembly,we generated a graph-based super pan-genome of rice consisting of a 251-accession panel comprising both cultivated and wild species of Asian and African rice.Our pan-genome reveals extensive structural variations(SVs)and gene presence/absence variations.Additionally,our pan-genome enables the accurate identification of nucleotide-binding leucine-rich repeat genes and characterization of their inter-and intraspecific diversity.Moreover,we uncovered grain weight-associated SVs which specify traits by affecting the expression of their nearby genes.We characterized genetic variants associated with submergence tolerance,seed shattering and plant architecture and found independent selection for a common set of genes that drove adaptation and domestication in Asian and African rice.This super pan-genome facilitates pinpointing of lineage-specific haplotypes for trait-associated genes and provides insights into the evolutionary events that have shaped the genomic architecture of various rice species. | Lianguang Shang Xiaoxia Li Huiying He Qiaoling Yuan Yanni Song Zhaoran Wei Hai Lin Min Hu Fengli Zhao Chao Zhang Yuhua Li Hongsheng Gao Tianyi Wang Xiangpei Liu Hong Zhang Ya Zhang Shuaimin Cao Xiaoman Yu Bintao Zhang Yong Zhang Yiqing Tan Mao Qin Cheng Ai Yingxue Yang Bin Zhang Zhiqiang Hu Hongru Wang Yang Lv Yuexing Wang Jie Ma Quan Wang Hongwei Lu Zhe Wu Shanlin Liu Zongyi Sun Hongliang Zhang Longbiao Guo Zichao Li Yongfeng Zhou Jiayang Li Zuofeng Zhu Guosheng Xiong Jue Ruan Qian Qian | 2022 | Cell Research2022，32，10： | 3 |
| 9 | Safety and efficacy of a nerve matrix membrane as a collagen nerve wrapping: a randomized, single-blind, multicenter clinical trial显示文摘A new nerve matrix membrane derived from decellularized porcine nerves has been shown to retain the major extracellular matrix components, and to be effective in preventing adhesion between the nerve anastomosis sites and the surrounding tissues in a rat sciatic nerve transection model, thereby enhancing regeneration of the nerve. The effectiveness of the membrane may be attributed to its various bioactive components. In this prospective, randomized, single-blind, parallel-controlled multicenter clinical trial, we compared the safety and efficacy of the new nerve matrix membrane with a previously approved bovine tendon-derived type I collagen nerve wrapping. A total of 120 patients with peripheral nerve injury were recruited from Beijing Jishuitan Hospital, The First Bethune Hospital of Jilin University, and Yantai Yuhuangding Hospital, China. The patients were randomly assigned to undergo end-to-end and tension-free neurorrhaphy with nerve matrix membrane(n = 60, 52 male, 8 female, mean age 41.34 years, experimental group) or tendon-derived collagen nerve wrapping(n = 60, 42 male, 18 female, mean age 40.17 years, control group). Patients were followed-up at 14 ± 5, 30 ± 7, 90 ± 10 and 180 ± 20 days after the operation. Safety evaluation included analyses of local and systemic reactions, related laboratory tests, and adverse reactions. Efficacy evaluation included a static 2-point discrimination test, a moving 2-point discrimination test, and a Semmes–Weinstein monofilament examination. Sensory nerve function was evaluated with the British Medical Research Council Scale and Semmes–Weinstein monofilament examination. The ratio(percentage) of patients with excellent to good results in sensory nerve recovery 180 ± 20 days after the treatment was used as the primary effectiveness index. The percentages of patients with excellent to good results in the experimental and control groups were 98.00% and 94.44%, respectively, with no significant difference between the two groups. There were no significant differences in the results of routine blood tests, liver and renal function tests, coagulation function tests, or immunoglobulin tests at 14 and 180 days postoperatively between the two groups. These findings suggest that the novel nerve matrix membrane is similar in efficacy to the commercially-available bovine-derived collagen membrane in the repair of peripheral nerve injury, and it may therefore serve as an alternative in the clinical setting. The clinical trial was approved by the Institutional Ethics Committee of Beijing Jishuitan Hospital, China(approval No. 20160902) on October 8, 2016, the Institutional Ethics Committee of the First Bethune Hospital of Jilin University, China(approval No. 160518-088) on December 14, 2016, and the Institutional Ethics Committee of Yantai Yuhuangding Hospital, China(approval No. 2016-10-01) on December 9, 2016. The clinical trial was registered with the Chinese Clinical Trial Registry(registration number: Chi CTR2000033324) on May 28, 2020. | Yong-Bin Gao Zhi-Gang Liu Guo-Dong Lin Yang Guo Lei Chen Bo-Tao Huang Yao-Bin Yin Chen Yang Li-Ying Sun Yan-Bo Rong Shanlin Chen | 2021 | Neural Regeneration Research2021，16，8： | 3 |
| 10 | On grey relation projection model based on projection pursuit显示文摘Multidimensional grey relation projection value can be synthesized as one-dimensional projection value by using projection pursuit model. The larger the projection value is,the better the model. Thus,according to the projection value,the best one can be chosen from the model aggregation. Because projection pursuit modeling based on accelerating genetic algorithm can simplify the implementation procedure of the projection pursuit technique and overcome its complex calculation as well as the difficulty in implementing its program,a new method can be obtained for choosing the best grey relation projection model based on the projection pursuit technique. | Wang Shuo Yang Shanlin Ma Xijun | 2008 | Engineering Sciences2008，6，4： | 3 |
| 11 | Incorporation of cerium in zirconolite–sphene Synroc显示文摘 | Shanlin Wang Yuancheng Teng Lang Wu Kuibao Zhang Xuetan Ren Hang Yang Liuyang Xu | 2013 | 2013 (1-3)2013，，1： | 2 |
| 12 | Multi-agent-based fuzzy scheduling for shop floor显示文摘 | Li Ying Zheng Jiaqiang Yang Shanlin | 2010 | International Journal of Advanced Manufacturing Technology2010，49，58： | 1 |
| 13 | Carbon permits allocation based on two-stage optimization for equity and efficiency: a case study within China 显示文摘 | WANG Sufeng YANG Shanlin | 2012 | Advanced Materials Research2012，，518523： | 1 |
| 14 | Concise review of relaxations and approximation algorithms for nonidentical parallel-machine scheduling to minimize total weighted completion times显示文摘A class of nonidentical parallel machine scheduling problems are considered in which the goal is to minimize the total weighted completion time.Models and relaxations are collected.Most of these problems are NP-hard,in the strong sense,or open problems,therefore approximation algorithms are studied.The review reveals that there exist some potential areas worthy of further research. | Li Kai Yang Shanlin | 2008 | Journal of Systems Engineering and Electronics2008，19，4： | 1 |
| 15 | Self-adaptive step firefly algorithm显示文摘 | Yu Shuhao Yang Shanlin Su Shoubao | 2013 | Journal of Applied Mathematics2013，，： | 1 |
| 16 | Two-echelon style-goods Supply Chain Models Considering Duopolistic Retailers' Different Competitive Behaviors 显示文摘 | Yang Shanlin Zhou Yongwu | 2006 | International Journal of Production Economics (S0925-5273)2006，103，1： | 1 |
| 17 | An optimal replenishment policy for items with inventory-level-dependent demand and fixed lifetime under the LIFO policy显示文摘 | Zhou Yongwu Yang Shanlin | 2003 | Journal of the Operational Research Society2003，54，： | 1 |
| 18 | Heuristic algorithms for scheduling on uniform parallel machines with heads and tails显示文摘This paper considers the uniform parallel machine scheduling problem with unequal release dates and delivery times to minimize the maximum completion time.For this NP-hard problem,the largest sum of release date,processing time and delivery time first rule is designed to determine a certain machine for each job,and the largest difference between delivery time and release date first rule is designed to sequence the jobs scheduled on the same machine,and then a novel algorithm for the scheduling problem is built.To evaluate the performance of the proposed algorithm,a lower bound for the problem is proposed.The accuracy of the proposed algorithm is tested based on the data with problem size varying from 200 jobs to 600 jobs.The computational results indicate that the average relative error between the proposed algorithm and the lower bound is only 0.667%,therefore the solutions obtained by the proposed algorithm are very accurate. | Kai Li Shanlin Yang | 2011 | Journal of Systems Engineering and Electronics2011，22，3： | 1 |
| 19 | Short-term cascaded hydroelectric system scheduling based on chaotic particle swarm optimization using improved logistic map 显示文摘 | HE Yaoyao YANG Shanlin XU Qifa | 2013 | Com- munications in Nonlinear Science and Numerical Simula- tion2013，18，7： | 1 |
| 20 | A novel cha- otic differential evolution algorithm for short-term cascaded hydroelectric system scheduling 显示文摘 | HE Yaoyao XU Qifa YANG Shanlin | 2014 | International Journal of Electrical Power & Energy Systems2014，61，： | 1 |
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